Josh Dillon, Last Revised January 2022
This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')
antenna = "144" csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_" auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')
Found 241 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_ Found 226 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0
def jd_to_summary_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'
def jd_to_auto_metrics_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'
this_antenna = None
jds = []
# parse information about antennas and nodes
for csv in csvs:
df = pd.read_csv(csv)
for n in range(len(df)):
# Add this day to the antenna
row = df.loc[n]
antnum = row['Ant']
if antnum != int(antenna):
continue
if this_antenna is None:
this_antenna = Antenna(row['Ant'], row['Node'])
jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
jds.append(jd)
this_antenna.add_day(jd, row)
break
--------------------------------------------------------------------------- KeyError Traceback (most recent call last) ~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance) 3360 try: -> 3361 return self._engine.get_loc(casted_key) 3362 except KeyError as err: ~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc() ~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc() pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item() pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item() KeyError: 'Ant' The above exception was the direct cause of the following exception: KeyError Traceback (most recent call last) /tmp/ipykernel_20350/3863632283.py in <module> 8 # Add this day to the antenna 9 row = df.loc[n] ---> 10 antnum = row['Ant'] 11 if antnum != int(antenna): 12 continue ~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in __getitem__(self, key) 940 941 elif key_is_scalar: --> 942 return self._get_value(key) 943 944 if is_hashable(key): ~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in _get_value(self, label, takeable) 1049 1050 # Similar to Index.get_value, but we do not fall back to positional -> 1051 loc = self.index.get_loc(label) 1052 return self.index._get_values_for_loc(self, loc, label) 1053 ~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance) 3361 return self._engine.get_loc(casted_key) 3362 except KeyError as err: -> 3363 raise KeyError(key) from err 3364 3365 if is_scalar(key) and isna(key) and not self.hasnans: KeyError: 'Ant'
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]
df = pd.DataFrame(to_show)
# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
df[col] = bar_cols[col]
z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
df[col] = z_score_cols[col]
ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
df[col] = ant_metrics_cols[col]
redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]
for col in redcal_cols:
df[col] = redcal_cols[col]
# style dataframe
table = df.style.hide_index()\
.applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
.background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
.background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
.applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
.format({col: '{:,.4f}'.format for col in z_score_cols}) \
.format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
.format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
.set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])
This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))
| JDs | A Priori Status | Auto Metrics Flags | Dead Fraction in Ant Metrics (Jee) | Dead Fraction in Ant Metrics (Jnn) | Crossed Fraction in Ant Metrics | Flag Fraction Before Redcal | Flagged By Redcal chi^2 Fraction | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | Average Dead Ant Metric (Jee) | Average Dead Ant Metric (Jnn) | Average Crossed Ant Metric | Median chi^2 Per Antenna (Jee) | Median chi^2 Per Antenna (Jnn) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2459594 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.359545 | 0.279267 | -0.083227 | 20.841862 | -1.193267 | 18.060221 | -0.096582 | 24.889146 | 0.8064 | 0.8153 | 0.2344 | 14.019743 | 16.912244 |
| 2459593 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.637112 | -0.180281 | -0.059890 | 8.485024 | -0.011597 | 3.140917 | 2.659110 | 2.151650 | 0.7460 | 0.7474 | 0.2478 | 6.515757 | 6.712771 |
| 2459592 | RF_maintenance | 0.00% | 100.00% | 100.00% | 0.00% | - | - | -0.096064 | -1.184882 | -0.468467 | -0.070195 | -0.001533 | -0.999756 | 1.381383 | -0.060841 | 0.0315 | 0.0311 | 0.0008 | nan | nan |
| 2459591 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.217395 | -0.576569 | 0.210770 | 3.284115 | -0.865646 | 3.639909 | -0.012626 | 0.390486 | 0.6918 | 0.7049 | 0.3634 | 7.532476 | 6.772789 |
| 2459590 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.949958 | -1.273406 | 0.117750 | -0.687291 | -1.173440 | -0.224614 | -0.613685 | -0.700228 | 0.6935 | 0.7025 | 0.3568 | 9.067799 | 8.313428 |
| 2459589 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.104371 | -1.003819 | -0.147860 | -0.865567 | -0.758599 | 21.408356 | -0.135283 | 1.702941 | 0.7353 | 0.7292 | 0.2778 | 8.395519 | 8.568803 |
| 2459588 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.503216 | -1.074737 | 0.089462 | 3.861354 | -0.469149 | 0.164492 | 0.343522 | 0.587485 | 0.7893 | 0.7708 | 0.2257 | 12.730008 | 11.171896 |
| 2459587 | RF_maintenance | 100.00% | - | - | - | 100.00% | 0.00% | -0.734740 | -1.246608 | 0.819764 | 6.741769 | -0.745925 | 4.980495 | 2.405368 | 0.236964 | nan | nan | nan | 7.723702 | 7.526349 |
| 2459586 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.493239 | -1.487265 | -0.888729 | -0.675192 | -1.216736 | 1.085481 | 0.097566 | -0.094183 | 0.6840 | 0.6955 | 0.3517 | 6.626937 | 6.251724 |
| 2459585 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.381086 | -0.734490 | -0.594739 | -0.411776 | -0.681417 | 4.116726 | 1.554266 | 8.634148 | 0.0337 | 0.0327 | 0.0007 | 0.000000 | 0.000000 |
| 2459584 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.255177 | 0.042111 | -1.225608 | 12.454830 | -0.881866 | 18.071393 | -0.666330 | -0.410020 | 0.6346 | 0.6449 | 0.3599 | 3.834452 | 3.361509 |
| 2459583 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.834093 | 0.106760 | -1.023346 | 5.327248 | -1.232641 | 1.648874 | -0.810386 | 5.185775 | 0.6974 | 0.7053 | 0.3731 | 0.000000 | 0.000000 |
| 2459582 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.661613 | 0.327109 | -0.664795 | 4.828540 | -1.347683 | 2.694392 | -0.836143 | 9.717403 | 0.6966 | 0.7054 | 0.3763 | 5.738484 | 6.121149 |
| 2459581 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.898749 | 0.985474 | -0.892414 | 5.712402 | -1.064325 | 3.259026 | -0.556789 | 10.861877 | 0.7010 | 0.7088 | 0.3720 | 4.922748 | 3.939431 |
| 2459580 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.390418 | 0.567993 | -0.634160 | 5.819982 | -1.530069 | 3.619197 | -0.704548 | 19.268488 | 0.6972 | 0.7051 | 0.3712 | 0.000000 | 0.000000 |
| 2459579 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.660942 | 0.734671 | -0.638778 | 6.771113 | -1.294841 | 3.166560 | -0.454599 | 1.315241 | 0.6922 | 0.7007 | 0.3766 | 5.367450 | 5.139078 |
| 2459578 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | -0.485890 | 2.056944 | -0.848900 | 3.031089 | -0.424936 | 7.002217 | 0.158607 | 29.685283 | 0.0341 | 0.0351 | 0.0007 | nan | nan |
| 2459577 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.601147 | 0.799264 | -0.981104 | 5.012526 | -0.968092 | 3.867321 | -0.567119 | -0.253390 | 0.6945 | 0.7012 | 0.3781 | 6.104398 | 5.465215 |
| 2459576 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.851194 | -0.092172 | -0.709113 | 2.767630 | -0.258378 | 2.165708 | 0.313924 | -0.605198 | 0.7177 | 0.7262 | 0.3729 | 7.384126 | 7.050009 |
| 2459575 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.237310 | -1.042259 | -0.875366 | 2.269299 | -1.332755 | 2.648349 | -0.918585 | 1.813876 | 0.7754 | 0.7740 | 0.3197 | 5.029814 | 4.664129 |
| 2459574 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.240423 | -0.453733 | -0.783081 | 2.212320 | -0.368493 | 2.499365 | -0.187039 | -0.399112 | 0.7167 | 0.7264 | 0.3655 | 6.681921 | 6.955628 |
| 2459573 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.321824 | 0.572076 | -0.963020 | 2.831706 | -1.161484 | 60.644246 | -0.770489 | 12.132236 | 0.7137 | 0.7157 | 0.3698 | 7.664980 | 5.297248 |
| 2459572 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.507688 | 0.670294 | -0.865096 | 2.739309 | -0.811982 | 2.486178 | -0.188843 | -1.046621 | 0.7129 | 0.7150 | 0.3737 | 5.018585 | 4.761106 |
| 2459571 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | -0.245731 | 1.491086 | -0.781518 | 1.845908 | -0.523715 | 39.268502 | 0.014884 | -0.038931 | 0.0349 | 0.0355 | 0.0010 | nan | nan |
| 2459570 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459569 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.497300 | 0.382878 | -0.789657 | 4.349748 | -1.022686 | 3.800700 | -0.596143 | 3.607018 | 0.7912 | 0.7868 | 0.2288 | 6.181479 | 4.976629 |
| 2459566 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.426291 | -1.263656 | -0.803957 | 1.870413 | -1.237866 | 0.287695 | 1.583461 | 4.718351 | 0.7018 | 0.7109 | 0.3917 | 7.136295 | 6.646949 |
| 2459565 | RF_maintenance | 0.00% | - | - | - | 100.00% | 0.00% | -0.219847 | -0.219847 | -0.209612 | -0.209612 | 0.543918 | 0.543918 | 0.058520 | 0.058520 | nan | nan | nan | 0.000000 | 0.000000 |
| 2459564 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.087652 | -0.913979 | -0.659568 | -1.324667 | 0.170702 | 0.673240 | 1.895825 | 2.801023 | 0.7259 | 0.7247 | 0.3840 | 6.133137 | 5.335127 |
| 2459563 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.662710 | -1.485667 | -0.982194 | -0.194495 | -1.364602 | -1.104597 | -0.382549 | 0.261135 | 0.7195 | 0.7234 | 0.3773 | 5.074911 | 4.651958 |
| 2459562 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.037493 | -0.973206 | -0.242902 | -1.718354 | 0.282781 | -1.398638 | 0.080897 | 2.119217 | 0.7249 | 0.7280 | 0.3696 | 4.038424 | 3.429482 |
| 2459561 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.907163 | -0.617237 | -0.282419 | -1.490955 | 0.117074 | -0.848630 | -0.295855 | 2.219978 | 0.7227 | 0.7282 | 0.3693 | 3.597619 | 3.178051 |
| 2459560 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459559 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.227923 | -1.005345 | -0.342294 | -1.785528 | 0.570521 | -0.404122 | 0.256963 | 0.566482 | 0.7199 | 0.7210 | 0.3744 | 3.326050 | 2.883933 |
| 2459558 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.554868 | -0.603369 | -0.746597 | 1.554161 | -1.385926 | 0.328196 | -0.265094 | 0.949877 | 0.7231 | 0.7217 | 0.3792 | 4.595689 | 4.025678 |
| 2459557 | RF_maintenance | - | 100.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0334 | 0.0322 | 0.0008 | nan | nan |
| 2459556 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.785363 | -0.513339 | -0.763527 | 2.041004 | -0.876272 | -0.218665 | -1.031180 | -1.621329 | 0.7205 | 0.7208 | 0.3789 | 4.345263 | 3.662187 |
| 2459554 | RF_maintenance | - | 0.00% | 0.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.7239 | 0.7237 | 0.3847 | nan | nan |
| 2459553 | RF_maintenance | - | 0.00% | 0.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.7219 | 0.7200 | 0.3842 | nan | nan |
| 2459552 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459551 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.995008 | -0.703976 | -0.317629 | -2.481102 | 0.181972 | -1.888566 | 1.266470 | -0.331507 | 0.7199 | 0.7196 | 0.3838 | 3.803757 | 3.126581 |
| 2459550 | RF_maintenance | - | 100.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0333 | 0.0327 | 0.0005 | nan | nan |
| 2459549 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.188863 | 0.210071 | -1.002273 | 2.895754 | -1.065911 | 0.153999 | 1.516226 | 0.440406 | 0.7197 | 0.7201 | 0.3877 | 4.545802 | 3.707266 |
| 2459542 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.705742 | 0.917818 | -0.649043 | 4.718748 | -0.700670 | 3.394205 | 0.604287 | 0.216147 | 0.7724 | 0.7677 | 0.3391 | 4.090922 | 3.272660 |
| 2459541 | RF_maintenance | 100.00% | 1.79% | 1.79% | 0.00% | 100.00% | 0.00% | -0.728114 | 1.970038 | -0.807991 | 7.149276 | 0.293737 | 5.777214 | 0.561251 | 2.167831 | 0.7616 | 0.7499 | 0.3162 | 5.183154 | 4.301697 |
| 2459540 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.022154 | -1.834884 | -0.370824 | -1.438969 | -0.831634 | -2.214942 | 0.318712 | -0.511047 | 0.7741 | 0.7715 | 0.3269 | 3.985964 | 3.334640 |
| 2459536 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.834148 | 0.392665 | -0.960716 | 8.514071 | 0.265968 | 5.991877 | 4.114504 | 2.244315 | 0.7535 | 0.7520 | 0.3957 | 6.415455 | 4.274532 |
| 2459535 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.709654 | -1.656347 | -0.254580 | -1.335231 | -0.417019 | -1.317256 | 0.752985 | 0.238298 | 0.8049 | 0.7934 | 0.3366 | 4.400341 | 3.477262 |
| 2459534 | RF_maintenance | 100.00% | 98.66% | 98.66% | 0.00% | 100.00% | 0.00% | 1.995141 | 1.816420 | -0.891804 | -1.847823 | 2.399008 | 4.336236 | 9.215517 | 9.227165 | 0.0649 | 0.0835 | 0.0128 | 1.190394 | 1.193020 |
| 2459533 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.309763 | -0.421383 | -0.804107 | 4.465177 | -0.789616 | 1.541032 | -0.697876 | -0.765643 | 0.7471 | 0.7503 | 0.3802 | 4.909438 | 3.598477 |
| 2459532 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.513809 | -0.395291 | -0.981045 | 5.750109 | -1.067559 | 2.738317 | -0.853474 | -1.048502 | 0.7477 | 0.7504 | 0.3795 | 5.785707 | 4.170380 |
| 2459530 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.920399 | -2.088113 | -0.245025 | -1.933064 | 0.092133 | -1.936210 | 0.155284 | 0.884092 | 0.7656 | 0.7613 | 0.3737 | 5.226323 | 4.448730 |
| 2459527 | RF_maintenance | 0.00% | - | - | - | 100.00% | 0.00% | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459524 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.144309 | 0.400351 | -1.013376 | 4.745736 | -0.476406 | 8.542094 | 0.478921 | 1.250040 | 0.9195 | 0.9454 | 0.2593 | 0.000000 | 0.000000 |
| 2459523 | RF_maintenance | 100.00% | - | - | - | 100.00% | 0.00% | -1.406626 | -0.350141 | -0.874308 | 7.046213 | -0.514305 | 5.561712 | -0.140198 | -1.782373 | nan | nan | nan | 7.147662 | 5.676337 |
| 2459522 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.801332 | -0.028469 | -0.967231 | 6.325295 | -0.940261 | 3.980770 | 0.570455 | 1.028463 | 0.7297 | 0.7322 | 0.3073 | 8.920713 | 6.642954 |
| 2459513 | RF_maintenance | 0.00% | 100.00% | 100.00% | 0.00% | - | - | -0.194561 | 1.864176 | -0.883888 | 1.636732 | 1.615805 | 1.199473 | 0.315515 | -0.301806 | 0.0352 | 0.0336 | 0.0009 | nan | nan |
| 2459508 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.542083 | -0.930722 | -1.096335 | 1.534281 | -1.431392 | 0.857779 | -1.040306 | 1.504979 | 0.9318 | 0.9564 | 0.1457 | 0.000000 | 0.000000 |
| 2459505 | RF_maintenance | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -1.225427 | -0.828889 | -0.547713 | 2.897955 | -0.870717 | -1.119860 | -0.454526 | -0.679355 | 0.1038 | 0.1241 | 0.0064 | 1.242276 | 1.252185 |
| 2459503 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.288732 | -0.991721 | -0.923447 | 1.485972 | -1.241999 | 2.574743 | -0.367513 | -0.384085 | 0.8926 | 0.8860 | 0.4044 | 0.000000 | 0.000000 |
| 2459501 | RF_maintenance | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -1.413042 | -1.595987 | -0.450776 | 1.279694 | -1.038537 | 3.352760 | -0.735972 | -0.915177 | 0.1864 | 0.2021 | 0.0351 | 0.000000 | 0.000000 |
| 2459500 | RF_maintenance | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -1.663161 | -1.735545 | -1.166041 | 0.171038 | -1.130339 | 0.877220 | -0.350268 | -0.748019 | 0.1917 | 0.2159 | 0.0370 | 0.000000 | 0.000000 |
| 2459499 | RF_maintenance | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -1.829133 | -1.671339 | -1.323684 | 0.348281 | -1.216965 | 0.582799 | -0.362099 | -0.884920 | 0.1862 | 0.2106 | 0.0202 | 0.000000 | 0.000000 |
| 2459498 | RF_maintenance | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -1.447715 | -0.928609 | -0.665280 | 0.904883 | -0.703682 | 1.115099 | -0.033930 | -0.797614 | 0.1968 | 0.2118 | 0.0428 | 0.000000 | 0.000000 |
| 2459497 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -1.396933 | 1.184083 | -0.354037 | 2.715718 | -0.762736 | 4.533564 | -0.517999 | -0.746209 | 0.1988 | 0.2657 | 0.0378 | 0.000000 | 0.000000 |
| 2459496 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -2.191598 | 3.382348 | -0.687439 | 4.074774 | -1.247650 | 6.363992 | -0.201424 | -0.716533 | 0.9329 | 0.9348 | 0.3523 | 0.000000 | 0.000000 |
| 2459495 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.549032 | 2.898114 | -0.912494 | 3.760878 | -1.391943 | 5.460233 | -0.394325 | -0.773176 | 0.9305 | 0.9301 | 0.3868 | 0.000000 | 0.000000 |
| 2459494 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.752965 | 2.898856 | -1.114133 | 3.874917 | -1.430040 | 5.978780 | -0.396945 | -1.048838 | 0.9215 | 0.9222 | 0.4011 | 0.000000 | 0.000000 |
| 2459492 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.920708 | 1.182355 | -0.363744 | 7.360465 | -0.408759 | 6.922456 | -0.433220 | -1.974727 | 0.7663 | 0.8112 | 0.3269 | 0.000000 | 0.000000 |
| 2459491 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -2.160329 | 1.902637 | -0.420530 | 7.562897 | -0.488381 | 10.830668 | -0.282581 | 1.493856 | 0.8013 | 0.8225 | 0.2656 | 0.000000 | 0.000000 |
| 2459490 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.513760 | 1.077059 | -0.664015 | 7.865788 | -0.335861 | 5.505898 | -0.144507 | -0.899220 | 0.7546 | 0.8036 | 0.3684 | 0.000000 | 0.000000 |
| 2459489 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.457787 | -1.212841 | -0.625538 | 3.639592 | -0.543308 | 3.118893 | -0.796938 | -0.644706 | 0.7715 | 0.8112 | 0.3217 | 0.000000 | 0.000000 |
| 2459488 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.560072 | -0.578416 | -0.665557 | 5.525979 | -0.702653 | 3.259936 | -0.069781 | -1.365362 | 0.7737 | 0.8142 | 0.3531 | 0.000000 | 0.000000 |
auto_metrics notebooks.¶htmls_to_display = []
for am_html in auto_metric_htmls:
html_to_display = ''
# read html into a list of lines
with open(am_html) as f:
lines = f.readlines()
# find section with this antenna's metric plots and add to html_to_display
jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
try:
section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
except ValueError:
continue
html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
for line in lines[section_start_line + 1:]:
html_to_display += line
if '<hr' in line:
htmls_to_display.append(html_to_display)
break
These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.
for i, html_to_display in enumerate(htmls_to_display):
if i == 100:
break
display(HTML(html_to_display))
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 144 | N14 | digital_ok | nn Temporal Discontinuties | 15.173855 | 0.364786 | -0.758943 | 0.123087 | 0.565883 | 0.260949 | -0.891648 | 15.173855 | 2.685448 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 144 | N14 | digital_ok | ee Power | 2.089853 | -0.401689 | -0.213345 | -0.809578 | 2.089853 | -0.907954 | 0.137603 | 0.706776 | 0.360530 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 144 | N14 | digital_ok | nn Temporal Variability | 0.892592 | -1.230401 | -0.325047 | -0.086765 | -0.699521 | -0.541487 | 0.892592 | 0.344025 | 0.291147 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 144 | N14 | digital_ok | ee Temporal Discontinuties | 2.741347 | 0.243754 | -0.967862 | 0.702813 | 0.728731 | 0.190432 | 1.201150 | 0.351078 | 2.741347 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 144 | N14 | digital_ok | ee Temporal Discontinuties | 2.408889 | -0.184850 | -0.912776 | -0.712262 | 1.711989 | 0.801657 | 1.261293 | 0.202835 | 2.408889 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 144 | N14 | digital_ok | nn Temporal Discontinuties | 4.737498 | -1.159054 | -0.149802 | -0.606291 | -0.398389 | 0.041313 | 1.301645 | 2.881490 | 4.737498 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 144 | N14 | digital_ok | nn Temporal Discontinuties | 2.388416 | 0.217027 | -1.086685 | 2.293950 | 2.356078 | 1.706199 | 1.393928 | 2.388416 | 2.114622 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 144 | N14 | digital_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 144 | N14 | digital_ok | ee Power | 3.418458 | -0.108093 | -0.178528 | 3.418458 | 3.180119 | -1.239716 | -1.605278 | 0.203265 | 0.317884 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 144 | N14 | digital_ok | nn Power | 7.034908 | 0.832826 | 1.810445 | 7.034908 | 6.978203 | 2.126091 | 4.428615 | 0.702112 | 0.811374 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 144 | N14 | digital_ok | ee Temporal Variability | 13.462345 | 5.676067 | 3.661695 | 6.287502 | 5.627293 | 13.462345 | 10.812252 | 0.597941 | 0.420249 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 144 | N14 | digital_ok | nn Power | 10.941991 | 4.420748 | 3.439198 | 10.941991 | 8.743382 | 6.518076 | 10.501739 | 3.137549 | 3.252928 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 144 | N14 | digital_ok | ee Power | 2.902789 | 1.445732 | 1.678067 | 2.902789 | 2.383226 | 2.803648 | 0.915427 | 1.498355 | 1.660628 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 144 | N14 | digital_ok | ee Power | 2.411950 | 0.686899 | 1.493120 | 1.686256 | 2.411950 | 1.815857 | 2.198666 | 1.478481 | 1.014327 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 144 | N14 | digital_ok | nn Temporal Discontinuties | 28.933816 | 4.124564 | 0.778480 | 7.836302 | 3.218663 | 4.592728 | 2.325987 | 28.933816 | 3.467659 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 144 | N14 | digital_ok | nn Temporal Variability | 10.848958 | 4.011750 | 1.543015 | 8.558582 | 5.970181 | 10.848958 | 2.647515 | 5.263626 | 6.635241 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 144 | N14 | digital_ok | ee Power | 9.495707 | 3.848193 | 2.964245 | 9.495707 | 7.336529 | 5.254605 | 6.006940 | 3.431859 | 2.598564 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 144 | N14 | digital_ok | ee Temporal Variability | 4.435138 | 2.889012 | 2.837189 | 4.127409 | 3.236744 | 4.435138 | 3.314976 | 2.794521 | 1.897969 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 144 | N14 | digital_ok | ee Power | 4.091243 | 2.970405 | 2.239005 | 3.657299 | 4.091243 | 4.086024 | 3.079108 | 2.152154 | 1.877067 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 144 | N14 | digital_ok | nn Power | 18.271850 | 6.593454 | 3.970545 | 18.271850 | 13.422868 | 4.623266 | 14.783330 | 4.137944 | 3.874459 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 144 | N14 | digital_ok | nn Temporal Variability | 28.426773 | 2.510648 | 3.391756 | 5.046880 | 10.486436 | 1.116268 | 28.426773 | 0.942055 | 16.951392 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 144 | N14 | digital_ok | nn Power | 12.698318 | 5.345686 | 3.365566 | 12.698318 | 8.858226 | 3.167267 | 8.084205 | 4.329712 | 4.342490 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 144 | N14 | digital_ok | ee Temporal Variability | 15.811025 | 3.015657 | 5.107898 | 9.100622 | 14.455621 | 15.811025 | 9.436218 | 6.832102 | 7.661433 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 144 | N14 | digital_ok | nn Power | 2.714457 | 0.819215 | 2.584509 | 1.584458 | 2.714457 | 1.567465 | 2.659179 | 0.925876 | 1.277246 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 144 | N14 | digital_ok | nn Power | 8.442440 | 1.549384 | 3.924496 | 4.051339 | 8.442440 | 3.676072 | 2.690462 | 5.138493 | 2.885064 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 144 | N14 | digital_ok | nn Power | 7.372613 | 3.853950 | 1.300439 | 7.372613 | 3.353503 | 5.575046 | 3.340819 | 2.857530 | 3.311103 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 144 | N14 | digital_ok | nn Temporal Variability | 9.801101 | 2.154430 | 4.364580 | 3.940411 | 8.780103 | 4.186501 | 9.801101 | 6.927086 | 3.443928 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 144 | N14 | digital_ok | nn Power | 6.005255 | 2.028769 | 3.090317 | 2.800709 | 6.005255 | -0.043921 | 4.616126 | 1.247110 | 3.896673 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 144 | N14 | digital_ok | ee Temporal Discontinuties | 7.431587 | 0.169043 | 2.995548 | 1.115000 | 3.658584 | 5.538606 | 0.962709 | 2.649989 | 7.431587 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 144 | N14 | digital_ok | nn Temporal Variability | 90.697505 | 3.692137 | 3.331889 | 9.361455 | 12.870211 | 6.861050 | 90.697505 | 11.440540 | 7.591582 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 144 | N14 | digital_ok | nn Temporal Variability | 20.786784 | 4.607366 | 5.056356 | 9.927666 | 9.889365 | 12.300361 | 20.786784 | 5.674190 | 4.491876 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 144 | N14 | digital_ok | ee Temporal Variability | 7.184613 | 3.209269 | 1.742078 | 5.605479 | 3.051913 | 7.184613 | 2.003205 | 2.529555 | 1.440074 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 144 | N14 | digital_ok | ee Temporal Variability | 9.337027 | 2.390432 | 3.028996 | 6.807783 | 8.379235 | 9.337027 | 2.152168 | 6.853514 | 3.835422 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 144 | N14 | digital_ok | ee Shape | 4.991581 | 4.991581 | 3.933309 | 2.206963 | 2.062515 | 0.212707 | -0.370318 | 3.361707 | 2.747892 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 144 | N14 | Not Found | ee Shape | 10.538114 | 4.294225 | 10.538114 | 1.458103 | 4.420098 | -0.465080 | 4.585061 | 1.946467 | 3.684977 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 144 | N14 | digital_ok | ee Temporal Variability | 3.632323 | -0.197606 | 2.850527 | 0.828138 | 3.246878 | 3.180379 | 3.632323 | 1.591365 | 1.302137 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 144 | N14 | digital_ok | nn Temporal Discontinuties | 38.641843 | 3.205040 | 3.909956 | 1.811860 | 2.248926 | 6.308281 | 5.043182 | 30.226134 | 38.641843 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 144 | N14 | digital_ok | nn Temporal Variability | 13.433722 | 2.499307 | 2.118484 | 12.308071 | 8.352840 | 9.125486 | 13.433722 | 3.505278 | 2.441470 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 144 | N14 | digital_ok | nn Shape | 7.656741 | 5.033868 | 7.656741 | 3.626369 | 5.446664 | 0.424207 | 0.484926 | 2.525521 | 2.454250 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 144 | N14 | digital_ok | nn Shape | 15.369164 | 15.369164 | 12.071871 | 6.408662 | 4.318027 | -0.707937 | -0.444249 | 4.621341 | 3.366959 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 144 | N14 | digital_ok | nn Temporal Variability | 12.015803 | 5.672095 | 6.897649 | 4.513651 | 6.207413 | 5.587947 | 12.015803 | 4.609230 | 4.083541 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 144 | N14 | digital_ok | ee Power | 12.007882 | 2.446137 | -0.629946 | 12.007882 | 0.162732 | 6.570147 | -0.778664 | 3.194591 | 0.225085 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 144 | N14 | digital_ok | ee Temporal Variability | 3.553667 | -0.051946 | 1.368606 | 0.353137 | 3.398842 | 0.491253 | 3.553667 | 0.765856 | 2.178995 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 144 | N14 | digital_ok | nn Temporal Discontinuties | 23.683623 | 2.158243 | 4.413521 | 0.831655 | 1.635484 | 3.139424 | 0.426996 | 23.683623 | 2.105962 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 144 | N14 | digital_ok | nn Temporal Discontinuties | 27.284397 | 2.332430 | 4.119965 | 0.800638 | 1.626101 | 0.959168 | 0.424181 | 27.284397 | 2.421769 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 144 | N14 | digital_ok | nn Temporal Discontinuties | 22.244675 | 3.312204 | 5.244945 | 1.273824 | 1.776782 | 1.053211 | 2.606124 | 22.244675 | 2.377131 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 144 | N14 | digital_ok | nn Temporal Discontinuties | 38.303222 | 1.137201 | 2.263493 | 4.982894 | 8.801712 | 5.702563 | 1.853549 | 38.303222 | 3.006741 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 144 | N14 | digital_ok | nn Temporal Discontinuties | 8.119761 | 3.671228 | 2.581562 | 1.378512 | 1.048826 | 5.171857 | -0.103489 | 2.441733 | 8.119761 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 144 | N14 | digital_ok | ee Temporal Variability | 7.604140 | -0.832984 | 2.591300 | -0.640871 | 1.071271 | 2.275439 | 7.604140 | 4.582085 | 1.638867 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 144 | N14 | digital_ok | nn Temporal Discontinuties | 64.832613 | -0.769679 | 1.630087 | -0.217995 | 0.423608 | 5.466801 | -0.052788 | 64.832613 | 2.071026 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 144 | N14 | digital_ok | nn Temporal Discontinuties | 7.457190 | -1.088903 | 1.309004 | -0.099305 | 0.206465 | 0.393519 | 2.544909 | 7.457190 | 2.149341 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 144 | N14 | digital_ok | nn Temporal Discontinuties | 8.766822 | -0.821408 | 1.108540 | -0.084535 | -0.107751 | -0.383490 | -0.015964 | 8.766822 | 0.848270 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 144 | N14 | digital_ok | nn Power | 24.923984 | -0.330121 | 12.117948 | 1.944651 | 24.923984 | 1.794801 | 17.509833 | 1.122407 | 7.275276 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 144 | N14 | digital_ok | nn Shape | 4.694735 | 0.921627 | 4.694735 | 0.122005 | 3.453579 | 3.703467 | 1.472946 | 1.833428 | 4.443788 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 144 | N14 | digital_ok | nn Temporal Variability | 25.804719 | 3.614803 | 0.468014 | 1.758509 | -0.415888 | 25.804719 | 1.493697 | 2.065325 | 1.352433 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 144 | N14 | digital_ok | nn Shape | 9.919359 | 0.567694 | 9.919359 | -0.072851 | 6.260595 | 0.657076 | 1.212940 | 2.158190 | 4.981708 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 144 | N14 | digital_ok | nn Shape | 10.348821 | 0.298709 | 10.348821 | -0.287988 | 4.915952 | -0.331526 | 1.504181 | 1.425800 | 4.982991 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 144 | N14 | digital_ok | nn Shape | 6.436553 | 0.575825 | 6.436553 | -0.244025 | 3.322581 | 3.619520 | -0.858377 | 1.960232 | 5.757105 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 144 | N14 | digital_ok | nn Power | 31.264000 | -0.026414 | 10.462044 | 1.382121 | 31.264000 | 0.971955 | 23.604609 | 2.068972 | 8.926518 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 144 | N14 | digital_ok | nn Shape | 9.189709 | 9.189709 | 0.701063 | 4.535310 | -0.108589 | 0.381519 | 3.438924 | 3.727008 | 2.241552 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 144 | N14 | digital_ok | nn Temporal Variability | 69.760346 | 13.422443 | -0.968995 | 37.811216 | 0.583429 | 69.760346 | 0.086622 | 13.199601 | 2.652290 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 144 | N14 | digital_ok | nn Temporal Discontinuties | 9.137930 | 0.011061 | -1.089296 | 0.780612 | -0.656657 | 6.263529 | -0.695177 | 9.137930 | 0.291669 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 144 | N14 | digital_ok | ee Temporal Variability | 1.191997 | -1.152092 | -1.043037 | -0.660744 | -0.951504 | 0.240420 | 1.191997 | 0.173166 | 0.233984 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 144 | N14 | RF_maintenance | ee Temporal Discontinuties | 2.207627 | -0.466968 | -1.147066 | 0.081908 | -0.007029 | -0.774666 | -0.636461 | 2.207627 | -1.115382 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 144 | N14 | RF_maintenance | nn Power | 1.029856 | -0.919687 | -1.247949 | 1.029856 | 0.405530 | 0.859585 | 0.214279 | 0.503880 | 0.080262 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 144 | N14 | RF_maintenance | ee Temporal Variability | 232.009276 | -1.346579 | 4.525040 | -0.321650 | 12.099237 | 68.762188 | 232.009276 | 0.393303 | 1.337601 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 144 | N14 | RF_maintenance | ee Temporal Discontinuties | 1.784915 | -0.959270 | 0.403017 | -1.115986 | 0.355654 | 0.176455 | -0.150035 | 0.690871 | 1.784915 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 144 | N14 | RF_maintenance | nn Temporal Variability | 25.004314 | -0.016621 | -0.381322 | 0.656187 | 0.099967 | 25.004314 | -0.089484 | 1.449517 | 1.425906 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 144 | N14 | RF_maintenance | nn Power | 0.816352 | -1.188501 | -1.902914 | -0.490610 | 0.816352 | 0.453458 | -0.881025 | -0.223920 | 0.492201 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 144 | N14 | RF_maintenance | ee Power | 3.631700 | -1.589920 | 0.099949 | -0.100385 | 3.631700 | -1.048676 | -0.001261 | -0.783292 | 0.983983 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 144 | N14 | RF_maintenance | ee Temporal Discontinuties | 1564.176370 | 680.892807 | 680.892807 | 631.805121 | 631.805121 | 515.376009 | 515.376009 | 1564.176370 | 1564.176370 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 144 | N14 | RF_maintenance | nn Temporal Discontinuties | 1.595161 | 1.538443 | 1.538443 | 1.401811 | 1.401811 | 1.389024 | 1.389024 | 1.595161 | 1.595161 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 144 | N14 | RF_maintenance | ee Temporal Discontinuties | 7.161610 | 5.153383 | 5.153383 | 5.055824 | 5.055824 | 5.222257 | 5.222257 | 7.161610 | 7.161610 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 144 | N14 | RF_maintenance | ee Power | 16.990409 | 7.685853 | 9.210483 | 12.561592 | 16.990409 | 11.116728 | 16.265302 | 2.610025 | 3.781427 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 144 | 14 | RF_maintenance | ee Temporal Discontinuties | 48.382404 | 0.081543 | 0.626928 | 21.816111 | 11.530007 | 25.763162 | 9.833341 | 48.382404 | 19.628921 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 144 | 14 | RF_maintenance | ee Temporal Discontinuties | 14.674462 | -0.337168 | 0.261250 | 10.840251 | 7.982934 | 6.809124 | 6.987781 | 14.674462 | 13.071095 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 144 | 14 | RF_maintenance | nn Power | 19.520747 | -0.167241 | 0.875161 | 19.263288 | 19.520747 | 5.518918 | 0.374086 | 4.271692 | 4.706324 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 144 | 14 | RF_maintenance | ee Power | 20.438281 | 0.216372 | 1.219935 | 20.438281 | 20.135854 | 16.397088 | 4.561564 | 5.211827 | 4.420853 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 144 | 14 | RF_maintenance | ee Power | 16.251050 | 1.939644 | 1.593631 | 16.251050 | 11.798943 | 5.850591 | 10.366230 | 4.153034 | 2.756096 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 144 | 14 | RF_maintenance | ee Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 144 | 14 | RF_maintenance | nn Temporal Variability | 34.735733 | 1.374064 | 0.577467 | 10.834690 | 19.713269 | 34.735733 | 1.174323 | 5.445045 | 6.745506 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 144 | 14 | RF_maintenance | nn Temporal Variability | 33.042533 | 0.756071 | 0.671325 | 21.129514 | 15.432450 | 33.042533 | 4.145806 | 0.363856 | 0.489703 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 144 | 14 | RF_maintenance | nn Temporal Variability | 137.844394 | 0.767574 | 0.850225 | 18.185102 | 14.811736 | 137.844394 | 2.910609 | 3.870513 | 1.810627 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 144 | 14 | RF_maintenance | nn Temporal Variability | 101.908355 | 1.344757 | 1.524715 | 17.762844 | 27.347752 | 2.913517 | 101.908355 | 1.264314 | 7.555082 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 144 | 14 | RF_maintenance | nn Temporal Variability | 172.846217 | 2.452567 | 1.603443 | 44.319836 | 22.621877 | 172.846217 | 4.839068 | 7.781787 | 1.385356 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 144 | 14 | RF_maintenance | nn Power | 31.261579 | 1.344168 | 2.043033 | 18.260167 | 31.261579 | 6.893469 | 5.977951 | 1.341260 | 1.525153 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 144 | 14 | RF_maintenance | nn Power | 50.314144 | 9.031555 | 1.183782 | 50.314144 | 17.701968 | 41.287391 | 3.769824 | 1.137206 | 1.068587 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 144 | 14 | RF_maintenance | nn Temporal Variability | 57.943614 | 5.929986 | 10.615986 | 17.376046 | 27.761531 | 16.057665 | 57.943614 | 2.184499 | 4.386453 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 144 | 14 | RF_maintenance | nn Power | 30.041683 | 1.540980 | 0.839033 | 30.041683 | 14.466569 | 12.202066 | 5.470737 | 1.009387 | 6.811676 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 144 | 14 | RF_maintenance | nn Power | 37.000710 | 2.093988 | 2.188774 | 37.000710 | 12.994082 | 21.145801 | 7.642738 | 4.355851 | 2.291866 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 144 | 14 | RF_maintenance | ee Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 144 | 14 | RF_maintenance | nn Temporal Variability | 5.387455 | 3.036529 | 4.623088 | 3.498270 | 4.814455 | 5.387455 | 0.797154 | 1.724442 | 0.639242 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 144 | 14 | RF_maintenance | nn Power | 32.483021 | 2.955736 | 6.833999 | 13.802959 | 32.483021 | 14.783248 | 27.964315 | 12.420913 | 23.316835 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 144 | 14 | RF_maintenance | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 144 | 14 | RF_maintenance | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 144 | 14 | RF_maintenance | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 144 | 14 | RF_maintenance | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 144 | 14 | RF_maintenance | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 144 | 14 | RF_maintenance | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 144 | 14 | RF_maintenance | nn Power | 70.629634 | 23.150291 | 19.189616 | 70.629634 | 68.080686 | 32.802374 | 32.681349 | 7.690510 | 6.475240 |